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AI Parlance

AI Parlance

AI-first intermediate representation (IR) for AI-assisted software generation.

Reference toolchain (Preview): clone the repo and run aip parse / validate / emit sql|openapi|typescript|go|mysql|…. See Getting started, First emitters, and CRUD walkthrough.

Repository layout

aiparlance.org/
├── docs/          Mintlify documentation (EN + PT)
├── site/          Marketing site (Astro, EN + PT)
├── spec/          Normative language specification (v0.1)
├── examples/      Reference .aip specs
├── packages/      Reference toolchain (parser, validator, CLI)
└── transpilers/   Emitters (SQL, OpenAPI, TypeScript, …)

Quick links

Path Description
GitHub Source repository
docs.aiparlance.org Documentation (Mintlify); local: cd docs && npx mintlify dev
Getting started Install, CLI, emit, and test
First emitters PostgreSQL → OpenAPI → TypeScript story
spec/v0.1/ Grammar and normative spec artifacts
examples/minimal.aip Minimal valid v0.1 spec
examples/blog-crud.aip Complete blog CRUD (entities, policy, API, seed)
examples/inventory-crud.aip Inventory CRUD + jobs/queues
examples/mysql-minimal.aip MySQL fixture
examples/crm-reference.aip Full CRM reference spec
examples/ops-reference.aip Infra + Behavior extras
site/ Public marketing site (EN · PT)
transpilers/ Emitters (matrix Preview packages)
packages/ Toolchain packages (@aiparlance/*)
ROADMAP.md Phase C complete · Phase D (depth & distribution)
EMITTER_OBJECTIVES.md Emitter maturity checklist v2 (roles + happy path)
CHANGELOG.md Project changelog
CONTRIBUTING.md How to contribute

Quick start (toolchain)

npm ci
npm test
node packages/cli/dist/cli.js validate examples/blog-crud.aip
node packages/cli/dist/cli.js emit sql examples/blog-crud.aip
node packages/cli/dist/cli.js emit openapi examples/blog-crud.aip
node packages/cli/dist/cli.js emit mysql examples/mysql-minimal.aip

Blog CRUD happy path (Phase D)

One .aip → migrate Postgres → run API (≤ one glue file):

npm ci && npm run build
export DATABASE_URL=postgres://postgres:postgres@127.0.0.1:5432/aiparlance
export AIP_JWT_SECRET=dev-secret

node packages/cli/dist/cli.js validate examples/blog-crud.aip
node packages/cli/dist/cli.js emit sql examples/blog-crud.aip | psql "$DATABASE_URL"
node packages/cli/dist/cli.js emit typescript examples/blog-crud.aip > /tmp/blog-app.ts

# peer deps for the generated app
npm i zod pg jose

npx tsx -e "import { listenCrudApp } from '/tmp/blog-app.ts'; listenCrudApp()"
# GET http://127.0.0.1:3000/v1/posts  (public)
# POST with Authorization: Bearer $(npx tsx -e "...") using signCrudToken

Without DATABASE_URL the generated app uses an in-memory store (still JWT-capable via AIP_JWT_SECRET). CI runs scripts/happy-path.test.ts (memory always; Postgres on the happy-path-pg job).

See ROADMAP.md (Phase C complete · Phase D active) and CONTRIBUTING.md.

Official site

https://aiparlance.org/

Documentation

https://docs.aiparlance.org

License

Apache License 2.0.

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AI-first intermediate representation for AI-assisted software generation

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